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Camera Calibration

Camera calibration involves estimating camera parameters(including camera intrinsics and extrinsics) to infer geometric features from captured sequences, which is crucial for computer vision and robotics. Driven by different architectures of the neural network, the researchers have developed two main paradigms for learning-based camera calibration and its applications. One is Regression-based Calibration，Reconstruction-based Calibration is another.

Papers

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Showing 201–225 of 343 papers

TitleStatusHype
Spatio-Temporal Outdoor Lighting Aggregation on Image Sequences using Transformer Networks—0
Camera Pose Estimation Using Implicit Distortion Models—0
A Unified Model for Line Projections in Catadioptric Cameras With Rotationally Symmetric MirrorsCode0
Video-Based Reconstruction of the Trajectories Performed by Skiers—0
Long-Range Thermal 3D Perception in Low Contrast Environments—0
Self-Supervised Camera Self-Calibration from Video—0
Rethinking Generic Camera Models for Deep Single Image Camera Calibration to Recover Rotation and Fisheye Distortion—0
Learning Eye-in-Hand Camera Calibration from a Single Image—0
A fast horizon detector and a new annotated dataset for maritime video processing—0
Modeling dynamic target deformation in camera calibration—0
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation—0
Directionally Decomposing Structured Light for Projector Calibration—0
SemCal: Semantic LiDAR-Camera Calibration using Neural MutualInformation Estimator—0
Vision-based system identification and 3D keypoint discovery using dynamics constraints—0
End-to-End Monocular Vanishing Point Detection Exploiting Lane Annotations—0
Marine vessel tracking using a monocular camera—0
Panoramic Depth Estimation via Supervised and Unsupervised Learning in Indoor ScenesCode0
Soccer line mark segmentation and classification with stochastic watershed transform—0
Inferring bias and uncertainty in camera calibration—0
Single View Physical Distance Estimation using Human Pose—0
Calibration and Auto-Refinement for Light Field Cameras—0
Smile Like You Mean It: Driving Animatronic Robotic Face with Learned Models—0
Spherical formulation of geometric motion segmentation constraints in fisheye cameras—0
Computer Vision-based Social Distancing Surveillance Solution with Optional Automated Camera Calibration for Large Scale Deployment—0
Camera Calibration and Player Localization in SoccerNet-v2 and Investigation of their Representations for Action Spotting—0
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